DRNN network DTC in electromagnetic continuously variable transmission

In order to reduce the serious fluctuation of torque, fluxes and stator current in electromagnetic continuously variable transmission motor direct torque control, an amendatory direct torque control method based on the diagonal recurrent neural network technology was presented in this paper. This method can reduce the torque and flux ripple in static run and enhance the performance of low speed. The simulation experimental results indicate that this method may be feasible alternative and high robust capabilities.

[1]  Yang Geng.  ADAPTIVE STATOR FLUX AND TORQUE DECOUPLING CONTROL OF INDUCTION MOTORS , 2004 .

[2]  M. Vasudevan,et al.  New direct torque control scheme of induction motor for electric vehicles , 2004, 2004 5th Asian Control Conference (IEEE Cat. No.04EX904).

[3]  郭瑞,et al.  Simulation study on the starting characteristics of a kind of improved direct torque control system , 2004 .

[4]  Antoni Arias,et al.  Novel direct torque control (DTC) scheme with fuzzy adaptive torque-ripple reduction , 2003, IEEE Trans. Ind. Electron..

[5]  Lin Rui-guang.  A NOVEL STATOR FLUX ESTIMATOR FOR DIRECT TORQUE CONTROLLED MAGNET SYNCHRONOUS MOTOR DRIVES , 2005 .

[6]  Veran V. Vasic,et al.  A stator resistance estimation scheme for speed sensorless rotor flux oriented induction motor drives , 2003 .

[7]  K. T. Chau,et al.  Neuro-fuzzy speed tracking control of traveling-wave ultrasonic motor drives using direct pulse width modulation , 2002 .

[8]  K.T. Chau,et al.  Neuro-fuzzy speed tracking control of traveling-wave ultrasonic motor drives using direct pulse width modulation , 2002, Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344).

[9]  Jun Li,et al.  Electromagnetic Continuously Variable Transmission for Vehicle , 2006 .

[10]  Y. A. Chapuis,et al.  Direct torque control and current limitation method in start up of an induction machine , 1998 .

[11]  M. Pacas,et al.  Predictive direct torque control for the PM synchronous machine , 2005, IEEE Transactions on Industrial Electronics.

[12]  Jin Huang,et al.  Direct torque control system for induction motors with fuzzy speed PI regulator , 2005, 2005 International Conference on Machine Learning and Cybernetics.

[13]  Lin Rui-guang.  Direct torque control of permanent magnet synchronous motor based on flux error vector estimation , 2005 .

[14]  Marian P. Kazmierkowski,et al.  Direct torque control of PWM inverter-fed AC motors - a survey , 2004, IEEE Transactions on Industrial Electronics.

[15]  A. Del Pizzo,et al.  Direct torque control with the application of a predictive pulse width control , 2000, Conference Record of the 2000 IEEE Industry Applications Conference. Thirty-Fifth IAS Annual Meeting and World Conference on Industrial Applications of Electrical Energy (Cat. No.00CH37129).

[16]  Hong-Wen Wang,et al.  AC induction motor direct torque control system with fuzzy controller , 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

[17]  Tomonobu Senjyu,et al.  A Study on High-Efficiency Drive of Ultrasonic Motors , 2001 .

[18]  Shi Cenwei,et al.  Stator flux estimation for direct torque controlled surface mounted permanent magnet synchronous motor drives over wide speed region , 2005, 2005 International Conference on Electrical Machines and Systems.

[19]  Md. Enamul Haque,et al.  A PI stator resistance compensator for a direct torque controlled interior permanent magnet synchronous motor drive , 2000, Proceedings IPEMC 2000. Third International Power Electronics and Motion Control Conference (IEEE Cat. No.00EX435).